{"id":197223,"date":"2024-05-09T23:25:35","date_gmt":"2024-05-09T15:25:35","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/197223.html"},"modified":"2024-05-09T23:25:39","modified_gmt":"2024-05-09T15:25:39","slug":"%e5%b9%b6%e6%9f%a5%e9%9b%86%e7%ae%97%e6%b3%95%e5%a6%82%e4%bd%95%e5%9c%a8spark%e4%b8%ad%e9%ab%98%e6%95%88%e5%ae%9e%e7%8e%b0","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/197223.html","title":{"rendered":"\u5e76\u67e5\u96c6\u7b97\u6cd5\u5982\u4f55\u5728spark\u4e2d\u9ad8\u6548\u5b9e\u73b0"},"content":{"rendered":"

\"\u5e76\u67e5\u96c6\u7b97\u6cd5\u5982\u4f55\u5728spark\u4e2d\u9ad8\u6548\u5b9e\u73b0\"<\/p>\n

\u5e76\u67e5\u96c6\u7b97\u6cd5\u662f\u4e00\u79cd\u7528\u6765\u5904\u7406\u96c6\u5408\u5212\u5206\u548c\u67e5\u8be2\u95ee\u9898\u7684\u9ad8\u6548\u7b97\u6cd5\uff0c\u4e3b\u8981\u7528\u4e8e\u89e3\u51b3\u4e00\u4e9b\u5143\u7d20\u5206\u7ec4\u3001\u96c6\u5408\u5212\u5206\u7b49\u95ee\u9898\u3002\u5728Spark\u4e2d\u9ad8\u6548\u5b9e\u73b0\u5e76\u67e5\u96c6\u7b97\u6cd5\u4e3b\u8981\u4f9d\u9760\u4f18\u5316\u6570\u636e\u7ed3\u6784\u3001\u5229\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u7279\u6027\u3001\u51cf\u5c11\u7f51\u7edc\u4f20\u8f93\u3001\u5e76\u884c\u5316\u5904\u7406<\/strong>\u7b49\u7b56\u7565\u3002\u5176\u4e2d\uff0c\u4f18\u5316\u6570\u636e\u7ed3\u6784<\/strong>\u662f\u57fa\u7840\u4e5f\u662f\u5173\u952e\uff0c\u5b83\u80fd\u5927\u5e45\u5ea6\u63d0\u9ad8\u7b97\u6cd5\u7684\u6548\u7387\u3002\u901a\u8fc7\u4f7f\u7528\u8def\u5f84\u538b\u7f29\u548c\u6309\u79e9\u5408\u5e76\u7684\u4f18\u5316\u624b\u6bb5\uff0c\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u67e5\u627e\u6839\u8282\u70b9\u7684\u8def\u5f84\u957f\u5ea6\uff0c\u4ece\u800c\u52a0\u901f\u5e76\u67e5\u96c6\u7684\u64cd\u4f5c\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u5e76\u67e5\u96c6\u7b97\u6cd5\u57fa\u7840<\/h3>\n<\/p>\n

\u5e76\u67e5\u96c6\u7b97\u6cd5\u4e3b\u8981\u5305\u62ec\u4e09\u4e2a\u64cd\u4f5c\uff1a\u67e5\u627e\uff08Find\uff09\u3001\u5408\u5e76\uff08Union\uff09\u548c\u5224\u65ad\u4e24\u5143\u7d20\u662f\u5426\u5c5e\u4e8e\u540c\u4e00\u96c6\u5408\uff08Connected\uff09\u3002\u5728\u6ca1\u6709\u4efb\u4f55\u4f18\u5316\u63aa\u65bd\u7684\u60c5\u51b5\u4e0b\uff0c\u8fd9\u4e9b\u64cd\u4f5c\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u53ef\u80fd\u9ad8\u8fbeO(N)\uff0c\u4f46\u901a\u8fc7\u4f18\u5316\uff0c\u53ef\u4ee5\u8fbe\u5230\u8fd1\u4e4eO(1)\u7684\u6548\u7387\u3002<\/p>\n<\/p>\n

\u9996\u5148\uff0c\u67e5\u627e\uff08Find\uff09\u64cd\u4f5c<\/strong>\u7684\u76ee\u7684\u662f\u786e\u5b9a\u4e00\u4e2a\u5143\u7d20\u6240\u5728\u7684\u96c6\u5408\uff0c\u8fd9\u662f\u901a\u8fc7\u67e5\u627e\u8be5\u5143\u7d20\u7684"\u6839"\u5143\u7d20\uff08\u5373\u96c6\u5408\u7684\u4ee3\u8868\uff09\u5b8c\u6210\u7684\u3002\u5728\u4f18\u5316\u540e\u7684\u5b9e\u73b0\u4e2d\uff0c\u67e5\u627e\u8fc7\u7a0b\u4e2d\u4f1a\u8fdb\u884c\u8def\u5f84\u538b\u7f29\uff0c\u5373\u5c06\u67e5\u627e\u8def\u5f84\u4e0a\u7684\u6bcf\u4e2a\u8282\u70b9\u76f4\u63a5\u94fe\u63a5\u5230\u6839\u8282\u70b9\uff0c\u4ee5\u51cf\u5c11\u540e\u7eed\u67e5\u627e\u7684\u8def\u5f84\u957f\u5ea6\u3002<\/p>\n<\/p>\n

\u63a5\u7740\uff0c\u5408\u5e76\uff08Union\uff09\u64cd\u4f5c<\/strong>\u8d1f\u8d23\u5c06\u4e24\u4e2a\u5143\u7d20\u6240\u5728\u7684\u96c6\u5408\u5408\u5e76\u6210\u4e00\u4e2a\u96c6\u5408\u3002\u4e3a\u4e86\u907f\u514d\u5408\u5e76\u64cd\u4f5c\u5bfc\u81f4\u6811\u7684\u9ad8\u5ea6\u8fc7\u9ad8\uff0c\u5e38\u7528\u7684\u4f18\u5316\u7b56\u7565\u662f\u6309\u79e9\uff08\u5373\u6811\u7684\u9ad8\u5ea6\u6216\u5927\u5c0f\uff09\u5408\u5e76\uff0c\u603b\u662f\u5c06\u8f83\u5c0f\u7684\u6811\u5408\u5e76\u5230\u8f83\u5927\u7684\u6811\u4e0a\u3002<\/p>\n<\/p>\n

\u4e8c\u3001Spark\u4e2d\u7684\u6570\u636e\u7ed3\u6784\u4f18\u5316<\/h3>\n<\/p>\n

\u5728Spark\u4e2d\u5b9e\u73b0\u5e76\u67e5\u96c6\u7b97\u6cd5\u65f6\uff0c\u6570\u636e\u7ed3\u6784\u7684\u4f18\u5316\u662f\u63d0\u9ad8\u6548\u7387\u7684\u5173\u952e\u3002RDD\uff08\u5f39\u6027\u5206\u5e03\u5f0f\u6570\u636e\u96c6\uff09\u662fSpark\u7684\u57fa\u672c\u6570\u636e\u7ed3\u6784\uff0c\u901a\u8fc7\u5408\u7406\u5229\u7528RDD\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u6548\u7684\u5206\u5e03\u5f0f\u5e76\u67e5\u96c6\u7b97\u6cd5\u3002<\/p>\n<\/p>\n

\u5728\u4f7f\u7528RDD\u5b58\u50a8\u96c6\u5408\u5143\u7d20\u53ca\u5176\u5173\u7cfb\u65f6\uff0c\u53ef\u4ee5\u91c7\u53d6\u5206\u533a\u4f18\u5316<\/strong>\u7b56\u7565\uff0c\u5c06\u76f8\u5173\u8054\u7684\u5143\u7d20\u5c3d\u53ef\u80fd\u5730\u5b58\u50a8\u5728\u540c\u4e00\u5206\u533a\u4e2d\uff0c\u51cf\u5c11\u8de8\u8282\u70b9\u7684\u6570\u636e\u4ea4\u6362\uff0c\u4ece\u800c\u51cf\u8f7b\u7f51\u7edc\u4f20\u8f93\u7684\u538b\u529b\u3002\u6b64\u5916\uff0c\u5229\u7528Spark\u7684\u6301\u4e45\u5316\uff08Persistence\uff09\u529f\u80fd\uff0c\u53ef\u4ee5\u5c06\u9891\u7e41\u8bbf\u95ee\u7684\u6570\u636e\u4fdd\u5b58\u5728\u5185\u5b58\u4e2d\uff0c\u4ee5\u907f\u514d\u91cd\u590d\u7684\u6570\u636e\u8bfb\u53d6\u64cd\u4f5c\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u7b97\u6cd5\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u5229\u7528Spark\u7279\u6027\u8fdb\u884c\u7b97\u6cd5\u4f18\u5316<\/h3>\n<\/p>\n

\u9664\u4e86\u6570\u636e\u7ed3\u6784\u4e0a\u7684\u4f18\u5316\uff0c\u5145\u5206\u5229\u7528Spark\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u7279\u6027\u5bf9\u5e76\u67e5\u96c6\u7b97\u6cd5\u8fdb\u884c\u4f18\u5316\u540c\u6837\u91cd\u8981\u3002\u5e76\u884c\u5316\u5904\u7406<\/strong>\u548c\u51cf\u5c11\u7f51\u7edc\u4f20\u8f93<\/strong>\u662f\u4e24\u4e2a\u5173\u952e\u70b9\u3002<\/p>\n<\/p>\n

\u4e3a\u4e86\u5b9e\u73b0\u5e76\u884c\u5316\u5904\u7406<\/strong>\uff0c\u53ef\u4ee5\u5c06\u5e76\u67e5\u96c6\u7684\u64cd\u4f5c\u5206\u6563\u5230\u591a\u4e2a\u8282\u70b9\u4e0a\u6267\u884c\uff0c\u5c24\u5176\u662f\u5408\u5e76\u64cd\u4f5c\uff0c\u53ef\u4ee5\u8bbe\u8ba1\u6210\u5e76\u884c\u6267\u884c\u7684\u4efb\u52a1\uff0c\u5927\u5927\u51cf\u5c11\u7b97\u6cd5\u7684\u6267\u884c\u65f6\u95f4\u3002\u5728\u5b9e\u9645\u64cd\u4f5c\u4e2d\uff0c\u9700\u8981\u6ce8\u610f\u5408\u7406\u5212\u5206\u4efb\u52a1\u548c\u8c03\u5ea6\u8d44\u6e90\uff0c\u4ee5\u83b7\u53d6\u6700\u4f73\u7684\u5e76\u884c\u6548\u679c\u3002<\/p>\n<\/p>\n

\u51cf\u5c11\u7f51\u7edc\u4f20\u8f93<\/strong>\u7684\u7b56\u7565\u4e3b\u8981\u662f\u901a\u8fc7\u5c40\u90e8\u5904\u7406\u548c\u5408\u5e76\u7ed3\u679c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u3002\u53ef\u4ee5\u5148\u5728\u6bcf\u4e2a\u5206\u533a\u5185\u8fdb\u884c\u5c40\u90e8\u7684\u5e76\u67e5\u96c6\u64cd\u4f5c\uff0c\u7136\u540e\u5c06\u6bcf\u4e2a\u5206\u533a\u7684\u7ed3\u679c\u5408\u5e76\uff0c\u6700\u7ec8\u5f97\u5230\u5168\u5c40\u7684\u5e76\u67e5\u96c6\u3002\u8fd9\u6837\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u8de8\u8282\u70b9\u7684\u6570\u636e\u4ea4\u6362\uff0c\u4ece\u800c\u51cf\u8f7b\u7f51\u7edc\u901a\u4fe1\u7684\u538b\u529b\u3002<\/p>\n<\/p>\n

\u56db\u3001\u6848\u4f8b\u4e0e\u6027\u80fd\u8c03\u4f18<\/h3>\n<\/p>\n

\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u6839\u636e\u5177\u4f53\u95ee\u9898\u7684\u89c4\u6a21\u548c\u7279\u70b9\uff0c\u5bf9\u5e76\u67e5\u96c6\u7b97\u6cd5\u8fdb\u884c\u9002\u5f53\u7684\u6027\u80fd\u8c03\u4f18\u662f\u5f88\u6709\u5fc5\u8981\u7684\u3002\u901a\u8fc7\u8c03\u6574\u5206\u533a\u6570\u76ee<\/strong>\u3001\u4f18\u5316\u4efb\u52a1\u8c03\u5ea6<\/strong>\u3001\u5229\u7528\u5e7f\u64ad\u53d8\u91cf\u51cf\u5c11\u6570\u636e\u4f20\u8f93<\/strong>\u7b49\u624b\u6bb5\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u5347Spark\u4e2d\u5e76\u67e5\u96c6\u7b97\u6cd5\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n

\u4f8b\u5982\uff0c\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u65f6\uff0c\u9002\u5f53\u589e\u52a0\u5206\u533a\u6570\u76ee\u53ef\u4ee5\u63d0\u4f9b\u66f4\u591a\u7684\u5e76\u884c\u5ea6\uff0c\u4f46\u540c\u65f6\u4e5f\u8981\u8003\u8651\u5230\u8fc7\u591a\u7684\u5206\u533a\u53ef\u80fd\u4f1a\u589e\u52a0\u8c03\u5ea6\u7684\u5f00\u9500\u3002\u56e0\u6b64\uff0c\u9700\u8981\u627e\u5230\u4e00\u4e2a\u5e73\u8861\u70b9\uff0c\u4ee5\u83b7\u5f97\u6700\u4f73\u7684\u6027\u80fd\u3002<\/p>\n<\/p>\n

\u603b\u4e4b\uff0c\u5728Spark\u4e2d\u9ad8\u6548\u5b9e\u73b0\u5e76\u67e5\u96c6\u7b97\u6cd5\uff0c\u9700\u8981\u7efc\u5408\u8003\u8651\u6570\u636e\u7ed3\u6784\u7684\u4f18\u5316\u3001\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u7279\u70b9\u4ee5\u53ca\u6027\u80fd\u8c03\u4f18\u7b56\u7565\u3002\u901a\u8fc7\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5728\u4fdd\u8bc1\u7b97\u6cd5\u6b63\u786e\u6027\u7684\u540c\u65f6\uff0c\u663e\u8457\u63d0\u9ad8\u5176\u5728\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u4e2d\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n

\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

1. \u5982\u4f55\u5728spark\u4e2d\u9ad8\u6548\u5b9e\u73b0\u5e76\u67e5\u96c6\u7b97\u6cd5\uff1f<\/strong>
\n\u5728spark\u4e2d\u9ad8\u6548\u5b9e\u73b0\u5e76\u67e5\u96c6\u7b97\u6cd5\u7684\u5173\u952e\u662f\u5408\u7406\u5229\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u7279\u70b9\u3002\u9996\u5148\uff0c\u5c06\u5f85\u5904\u7406\u7684\u6570\u636e\u96c6\u5212\u5206\u4e3a\u591a\u4e2a\u5206\u533a\uff0c\u6bcf\u4e2a\u5206\u533a\u53ef\u4ee5\u5e76\u884c\u5730\u5904\u7406\u3002\u5176\u6b21\uff0c\u5229\u7528spark\u63d0\u4f9b\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6\uff0c\u53ef\u4ee5\u5c06\u5e76\u67e5\u96c6\u7b97\u6cd5\u7684\u5404\u4e2a\u6b65\u9aa4\u5206\u5e03\u5728\u4e0d\u540c\u7684\u8ba1\u7b97\u8282\u70b9\u4e0a\u5e76\u884c\u6267\u884c\uff0c\u5927\u5927\u52a0\u5feb\u8ba1\u7b97\u901f\u5ea6\u3002\u6700\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u5408\u7406\u8bbe\u8ba1\u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5\uff0c\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u6570\u636e\u4f20\u8f93\u548c\u901a\u4fe1\uff0c\u63d0\u9ad8\u8ba1\u7b97\u6548\u7387\u3002<\/p>\n

2. spark\u4e2d\u5982\u4f55\u5904\u7406\u5927\u89c4\u6a21\u7684\u5e76\u67e5\u96c6\u7b97\u6cd5\u95ee\u9898\uff1f<\/strong>
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3. \u5982\u4f55\u5728spark\u4e2d\u5b9e\u73b0\u5e26\u8def\u5f84\u538b\u7f29\u7684\u5e76\u67e5\u96c6\u7b97\u6cd5\uff1f<\/strong>
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